{r analysis, include = FALSE} #source('synthetic_control_analysis.R', local = TRUE) #
Brazil_mortality_ Results
combine estimates
| 3-<12mo_high |
0.99 (0.88, 1.12) |
0.99 (0.89, 1.12) |
0.98 (0.8, 1.23) |
1.16 (0.91, 1.48) |
0.9 (0.78, 1.04) |
| 3-<12mo_low |
1.02 (0.86, 1.22) |
1.02 (0.85, 1.22) |
0.83 (0.6, 1.14) |
0.99 (0.75, 1.33) |
0.92 (0.72, 1.18) |
| 3-<12mo_medium |
0.99 (0.85, 1.16) |
0.99 (0.85, 1.16) |
0.9 (0.72, 1.13) |
1.19 (0.94, 1.51) |
1.01 (0.85, 1.21) |
| 3-<24mo_high |
1 (0.91, 1.26) |
0.99 (0.91, 1.14) |
1.03 (0.89, 1.21) |
1.2 (0.98, 1.47) |
0.98 (0.86, 1.13) |
| 3-<24mo_low |
1.02 (0.87, 1.2) |
1.02 (0.87, 1.2) |
0.87 (0.67, 1.14) |
0.99 (0.8, 1.23) |
1.01 (0.83, 1.24) |
| 3-<24mo_medium |
1 (0.87, 1.15) |
1 (0.87, 1.15) |
0.94 (0.77, 1.16) |
1.15 (0.94, 1.42) |
0.96 (0.82, 1.14) |
| 3-<60mo_high |
0.99 (0.92, 1.25) |
0.99 (0.92, 1.21) |
1.1 (0.93, 1.31) |
1.22 (1, 1.51) |
1.14 (0.97, 1.36) |
| 3-<60mo_low |
1.01 (0.88, 1.19) |
1.01 (0.88, 1.18) |
0.87 (0.71, 1.09) |
0.98 (0.81, 1.19) |
0.88 (0.76, 1.02) |
| 3-<60mo_medium |
1 (0.89, 1.14) |
1 (0.89, 1.14) |
1.02 (0.86, 1.22) |
1.16 (0.98, 1.39) |
0.97 (0.85, 1.12) |
Plot of Rate ratios, with size proportional to cross validation weights
Weights for each of the models from cross validation
| 3-<12mo_high |
1.000 |
0 |
0.000 |
0.000 |
| 3-<12mo_low |
1.000 |
0 |
0.000 |
0.000 |
| 3-<12mo_medium |
1.000 |
0 |
0.000 |
0.000 |
| 3-<24mo_high |
0.947 |
0 |
0.053 |
0.000 |
| 3-<24mo_low |
1.000 |
0 |
0.000 |
0.000 |
| 3-<24mo_medium |
1.000 |
0 |
0.000 |
0.000 |
| 3-<60mo_high |
0.933 |
0 |
0.000 |
0.067 |
| 3-<60mo_low |
1.000 |
0 |
0.000 |
0.000 |
| 3-<60mo_medium |
1.000 |
0 |
0.000 |
0.000 |
Inclusion Probabilities
| 3-<12mo_high |
J09_J18 |
0.9999999 |
G00_G09 |
0.0087891 |
pop |
0.0081451 |
| 3-<12mo_low |
J09_J18 |
0.9999807 |
pop |
0.0137985 |
A00_A09 |
0.0125955 |
| 3-<12mo_medium |
J09_J18 |
0.9983820 |
pop |
0.0125776 |
NoPCV |
0.0097086 |
| 3-<24mo_high |
J09_J18 |
0.9999723 |
pop |
0.0207827 |
G00_G09 |
0.0172676 |
| 3-<24mo_low |
J09_J18 |
0.9999218 |
pop |
0.0093135 |
A00_A09 |
0.0082468 |
| 3-<24mo_medium |
J09_J18 |
0.9999856 |
pop |
0.0079277 |
J40_J47 |
0.0061619 |
| 3-<60mo_high |
J09_J18 |
0.9999960 |
pop |
0.0671709 |
NoPCV |
0.0324130 |
| 3-<60mo_low |
J09_J18 |
0.9997370 |
pop |
0.0069642 |
A00_A09 |
0.0064757 |
| 3-<60mo_medium |
J09_J18 |
0.9999229 |
pop |
0.0062361 |
NoPCV |
0.0041439 |
Weight Sensitivity Analysis
| 3-<12mo_high |
0.99 (0.89, 1.12) |
J09_J18 |
1 |
0.95 (0.8, 1.32) |
G00_G09 |
0.01 |
0.96 (0.82, 1.39) |
pop |
0.01 |
0.95 (0.8, 1.1) |
| 3-<12mo_low |
1.02 (0.85, 1.22) |
J09_J18 |
1 |
0.92 (0.75, 1.34) |
pop |
0.01 |
0.91 (0.74, 1.17) |
A00_A09 |
0.01 |
0.85 (0.72, 1.01) |
| 3-<12mo_medium |
0.99 (0.85, 1.16) |
J09_J18 |
1 |
0.92 (0.76, 1.51) |
pop |
0.01 |
0.91 (0.77, 1.08) |
A00_A09 |
0.01 |
0.91 (0.77, 1.06) |
| 3-<24mo_high |
0.99 (0.91, 1.14) |
J09_J18 |
1 |
0.92 (0.85, 1.02) |
pop |
0.02 |
0.92 (0.85, 1.01) |
G00_G09 |
0.02 |
0.92 (0.85, 1) |
| 3-<24mo_low |
1.02 (0.87, 1.2) |
J09_J18 |
1 |
1.05 (0.79, 1.48) |
pop |
0.01 |
0.93 (0.76, 1.13) |
A00_A09 |
0.01 |
0.83 (0.73, 0.97) |
| 3-<24mo_medium |
1 (0.87, 1.15) |
J09_J18 |
1 |
1.22 (0.82, 1.62) |
pop |
0.01 |
0.93 (0.79, 1.2) |
J40_J47 |
0.01 |
0.92 (0.79, 1.1) |
| 3-<60mo_high |
0.99 (0.92, 1.21) |
J09_J18 |
1 |
1.02 (0.92, 1.12) |
pop |
0.07 |
1.02 (0.93, 1.12) |
A00_A09 |
0.03 |
1.02 (0.93, 1.12) |
| 3-<60mo_low |
1.01 (0.88, 1.18) |
J09_J18 |
1 |
0.99 (0.79, 1.29) |
pop |
0.01 |
0.93 (0.78, 1.1) |
A00_A09 |
0.01 |
0.83 (0.73, 0.94) |
| 3-<60mo_medium |
1 (0.89, 1.14) |
J09_J18 |
1 |
1.26 (0.89, 1.57) |
pop |
0.01 |
0.98 (0.85, 1.14) |
A00_A09 |
0 |
0.98 (0.85, 1.15) |
